aws-genai-llm-chatbot
Deploying a Multi-Model and Multi-RAG Powered Chatbot Using AWS CDK on AWS
This solution provides ready-to-use code so you can start experimenting with a variety of Large Language Models and Multimodal Language Models, settings and prompts in your own AWS account.
Supported model providers:
- Amazon Bedrock
- Amazon SageMaker self-hosted models from Foundation, Jumpstart and HuggingFace.
- Third-party providers via API such as Anthropic, Cohere, AI21 Labs, OpenAI, etc. See available langchain integrations for a comprehensive list.
Additional Resources
| Resource | Description |
|---|---|
| AWS Generative AI CDK Constructs | Open-source library extension of the AWS Cloud Development Kit (AWS CDK) aimed to help developers build generative AI solutions using pattern-based definitions for their architecture. |
| Project Lakechain | A powerful cloud-native, AI-powered, document (docs, images, audios, videos) processing framework built on top of the AWS CDK. |
Roadmap
Roadmap is available through the GitHub Project
Authors
Contributors
License
This library is licensed under the MIT-0 License. See the LICENSE file.
- Changelog of the project.
- License of the project.
- Code of Conduct of the project.
- CONTRIBUTING for more information.
Legal Disclaimer
You should consider doing your own independent assessment before using the content in this sample for production purposes. This may include (amongst other things) testing, securing, and optimizing the content provided in this sample, based on your specific quality control practices and standards.
Описание
A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere) using AWS CDK on AWS
Языки
TypeScript
- JavaScript
- Python
- Dockerfile
- HTML
- SCSS
- Shell